munichpavel / risk-ai-workshop

Lecture material and sample code for the workshop "Risk, Artificial Intelligence and Discrete Geometry" at the University of Ljubljana
GNU General Public License v3.0
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Add last lecture on credit scoring and AI risk mgmt #14

Closed munichpavel closed 2 years ago

munichpavel commented 2 years ago

Contents

What is credit default in practice?

Simple and wrong: a customer does not repay a loan on time More complex and less wrong: x days after a load repayment was due, a customer still has not repaid.

Risk mgmt -- modeling

Risk mgmt -- software

Why?

Example of code erosion: https://github.com/munichpavel/risk-ai-workshop/issues/16. Without automated testing and regular updates of software dependencies in development mode, get hit with a huge price-tag (not good metaphor, would be pricetag with sum being more than sum of individual summands, concavity)